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José Hernández-Orallo
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- affiliation: Polytechnic University of Valencia, Spain
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2020 – today
- 2022
- [j51]Tijl De Bie, Luc De Raedt
, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams:
Automating data science. Commun. ACM 65(3): 76-87 (2022) - [c89]Pablo Antonio Moreno Casares, Bao Sheng Loe, John Burden, Seán Ó hÉigeartaigh, José Hernández-Orallo:
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild. AAAI 2022: 5295-5303 - [c88]Fernando Martínez-Plumed, David Castellano Falcón, Carlos Monserrat Aranda, José Hernández-Orallo:
When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty. AAAI 2022: 7719-7727 - [c87]José Hernández-Orallo, Wout Schellaert, Fernando Martínez-Plumed:
Training on the Test Set: Mapping the System-Problem Space in AI. AAAI 2022: 12256-12261 - [c86]Ryan Burnell, John Burden, Danaja Rutar, Konstantinos Voudouris, Lucy Cheke, José Hernández-Orallo:
Not a Number: Identifying Instance Features for Capability-Oriented Evaluation. IJCAI 2022: 2827-2835 - [c85]Anthony G. Cohn, José Hernández-Orallo, Julius Sechang Mboli, Yael Moros-Daval, Zhiliang Xiang, Lexin Zhou:
A Framework for Categorising AI Evaluation Instruments. EBeM@IJCAI 2022 - [c84]Cèsar Ferri, José Hernández-Orallo, Jan Arne Telle:
Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model. IJCAI 2022: 2973-2979 - [c83]Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez:
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract). IJCAI 2022: 5777-5781 - [c82]Konstantinos Voudouris, Niall Donnelly, Danaja Rutar, Ryan Burnell, John Burden, José Hernández-Orallo, Lucy Cheke:
Evaluating Object Permanence in Embodied Agents using the Animal-AI Environment. EBeM@IJCAI 2022 - [c81]Lexin Zhou, Fernando Martínez-Plumed, José Hernández-Orallo, Cèsar Ferri, Wout Schellaert:
Reject Before You Run: Small Assessors Anticipate Big Language Models. EBeM@IJCAI 2022 - [p1]José Hernández-Orallo, Cèsar Ferri:
Teaching and Explanation: Aligning Priors between Machines and Humans. Human-Like Machine Intelligence 2022: 171-196 - [e10]Gabriel Pedroza, José Hernández-Orallo, Xin Cynthia Chen, Xiaowei Huang, Huáscar Espinoza, Mauricio Castillo-Effen, John A. McDermid, Richard Mallah, Seán Ó hÉigeartaigh:
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), Virtual, February, 2022. CEUR Workshop Proceedings 3087, CEUR-WS.org 2022 [contents] - [e9]José Hernández-Orallo, Lucy Cheke, Joshua Tenebaum, Tomer D. Ullman, Fernando Martínez-Plumed, Danaja Rutar, John Burden, Ryan Burnell, Wout Schellaert:
Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 25th, 2022. CEUR Workshop Proceedings 3169, CEUR-WS.org 2022 [contents] - [e8]Gabriel Pedroza, Xin Cynthia Chen, José Hernández-Orallo, Xiaowei Huang, Huáscar Espinoza, Richard Mallah, John A. McDermid, Mauricio Castillo-Effen:
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), Vienna, Austria, July 24-25, 2022. CEUR Workshop Proceedings 3215, CEUR-WS.org 2022 [contents] - 2021
- [j50]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot
:
Making sense of sensory input. Artif. Intell. 293: 103438 (2021) - [j49]Amparo Alonso-Betanzos, Pedro Cabalar, Graçaliz Pereira Dimuro, Marcos García, José Hernández-Orallo, Raquel Hervás, Angeles Manjarés, Fernando Martínez-Plumed, Inmaculada Mora-Jiménez, Miquel Sànchez-Marrè:
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 6(5): 4-7 (2021) - [j48]Fernando Martínez-Plumed
, Cèsar Ferri
, David Nieves
, José Hernández-Orallo
:
Missing the missing values: The ugly duckling of fairness in machine learning. Int. J. Intell. Syst. 36(7): 3217-3258 (2021) - [j47]Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez:
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks. J. Artif. Intell. Res. 71: 191-236 (2021) - [j46]Lidia Contreras Ochando
, Cèsar Ferri, José Hernández-Orallo:
AUTOMAT[R]IX: learning simple matrix pipelines. Mach. Learn. 110(4): 779-799 (2021) - [j45]Fernando Martínez-Plumed
, Emilia Gómez, José Hernández-Orallo:
Futures of artificial intelligence through technology readiness levels. Telematics Informatics 58: 101525 (2021) - [j44]Fernando Martínez-Plumed
, Lidia Contreras Ochando
, Cèsar Ferri
, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche
, María José Ramírez-Quintana, Peter A. Flach
:
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories. IEEE Trans. Knowl. Data Eng. 33(8): 3048-3061 (2021) - [c80]John Burden, José Hernández-Orallo, Seán Ó hÉigeartaigh:
Negative Side Effects and AI Agent Indicators: Experiments in SafeLife. SafeAI@AAAI 2021 - [c79]Fernando Martínez-Plumed, José Hernández-Orallo:
Project-Based Learning for Scaffolding Data Scientists' Skills. ICCSE 2021: 758-763 - [c78]Gust Verbruggen, Lidia Contreras Ochando
, Cèsar Ferri, José Hernández-Orallo, Luc De Raedt
:
Muppets: Multipurpose Table Segmentation. IDA 2021: 389-401 - [c77]Gonzalo Jaimovitch-Lopez, David Castellano Falcón, César Ferri, José Hernández-Orallo:
Think Big, Teach Small: Do Language Models Distil Occam's Razor? NeurIPS 2021: 1610-1623 - [c76]Manuel Garcia-Piqueras
, José Hernández-Orallo
:
Optimal Teaching Curricula with Compositional Simplicity Priors. ECML/PKDD (1) 2021: 705-721 - [e7]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), Virtual, February 8, 2021. CEUR Workshop Proceedings 2808, CEUR-WS.org 2021 [contents] - [e6]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah, Gabriel Pedroza:
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), Virtual, August, 2021. CEUR Workshop Proceedings 2916, CEUR-WS.org 2021 [contents] - [i33]Tijl De Bie, Luc De Raedt, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams:
Automating Data Science: Prospects and Challenges. CoRR abs/2105.05699 (2021) - [i32]Manuel Garcia-Piqueras, José Hernández-Orallo:
Conditional Teaching Size. CoRR abs/2107.07038 (2021) - [i31]Radosvet Desislavov, Fernando Martínez-Plumed, José Hernández-Orallo:
Compute and Energy Consumption Trends in Deep Learning Inference. CoRR abs/2109.05472 (2021) - 2020
- [j43]Grace Bang, Guy Barash, Ryan Beal, Jacques Calì, Mauricio Castillo-Effen, Xin Cynthia Chen, Niyati Chhaya, Rachel Cummings, Rohan Dhoopar, Sebastijan Dumancic, Huáscar Espinoza, Eitan Farchi, Ferdinando Fioretto, Raquel Fuentetaja
, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka
, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John A. McDermid, Martin Michalowski
, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia Aguas, Onn Shehory, Arash Shaban-Nejad
, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang:
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. AI Mag. 41(4): 100-114 (2020) - [j42]David Nieves, María José Ramírez-Quintana, Carlos Monserrat Aranda
, Cèsar Ferri, José Hernández-Orallo
:
Learning alternative ways of performing a task. Expert Syst. Appl. 148: 113263 (2020) - [j41]José Hernández-Orallo
:
Twenty Years Beyond the Turing Test: Moving Beyond the Human Judges Too. Minds Mach. 30(4): 533-562 (2020) - [j40]Fernando Martínez-Plumed
, José Hernández-Orallo:
Dual Indicators to Analyze AI Benchmarks: Difficulty, Discrimination, Ability, and Generality. IEEE Trans. Games 12(2): 121-131 (2020) - [c75]John Burden, José Hernández-Orallo:
Exploring AI Safety in Degrees: Generality, Capability and Control. SafeAI@AAAI 2020: 36-40 - [c74]Fernando Martínez-Plumed
, Songül Tolan, Annarosa Pesole, José Hernández-Orallo, Enrique Fernández-Macías, Emilia Gómez:
Does AI Qualify for the Job?: A Bidirectional Model Mapping Labour and AI Intensities. AIES 2020: 94-100 - [c73]José Hernández-Orallo:
AI Safety Landscape From short-term specific system engineering to long-term artificial general intelligence. DSN Workshops 2020: 72-73 - [c72]Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed
, José Hernández-Orallo, M. José Ramírez-Quintana:
Family and Prejudice: A Behavioural Taxonomy of Machine Learning Techniques. ECAI 2020: 1135-1142 - [c71]José Hernández-Orallo, Jan Arne Telle:
Finite and Confident Teaching in Expectation: Sampling from Infinite Concept Classes. ECAI 2020: 1182-1189 - [c70]José Hernández-Orallo, Fernando Martínez-Plumed
, Shahar Avin, Jess Whittlestone, Seán Ó hÉigeartaigh:
AI Paradigms and AI Safety: Mapping Artefacts and Techniques to Safety Issues. ECAI 2020: 2521-2528 - [c69]Fernando Martínez-Plumed
, José Hernández-Orallo, Emilia Gómez:
Tracking AI: The Capability Is (Not) Near. ECAI 2020: 2915-2916 - [e5]Huáscar Espinoza, José Hernández-Orallo, Xin Cynthia Chen, Seán S. ÓhÉigeartaigh, Xiaowei Huang, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid:
Proceedings of the Workshop on Artificial Intelligence Safety, co-located with 34th AAAI Conference on Artificial Intelligence, SafeAI@AAAI 2020, New York City, NY, USA, February 7, 2020. CEUR Workshop Proceedings 2560, CEUR-WS.org 2020 [contents] - [e4]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), Yokohama, Japan, January, 2021. CEUR Workshop Proceedings 2640, CEUR-WS.org 2020 [contents] - [i30]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Evaluating the Apperception Engine. CoRR abs/2007.05367 (2020)
2010 – 2019
- 2019
- [j39]Fernando Martínez-Plumed
, Ricardo B. C. Prudêncio, Adolfo Martínez Usó
, José Hernández-Orallo:
Item response theory in AI: Analysing machine learning classifiers at the instance level. Artif. Intell. 271: 18-42 (2019) - [j38]Guy Barash, Mauricio Castillo-Effen, Niyati Chhaya, Peter Clark, Huáscar Espinoza, Eitan Farchi, Christopher W. Geib, Odd Erik Gundersen, Seán Ó hÉigeartaigh, José Hernández-Orallo, Chiori Hori, Xiaowei Huang, Kokil Jaidka
, Pavan Kapanipathi, Sarah Keren, Seokhwan Kim, Marc Lanctot, Danny Lange, Julian J. McAuley, David R. Martinez, Marwan Mattar, Mausam
, Martin Michalowski
, Reuth Mirsky, Roozbeh Mottaghi, Joseph C. Osborn, Julien Pérolat, Martin Schmid, Arash Shaban-Nejad
, Onn Shehory, Biplav Srivastava, William W. Streilein, Kartik Talamadupula, Julian Togelius
, Koichiro Yoshino, Quanshi Zhang, Imed Zitouni:
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. AI Mag. 40(3): 67-78 (2019) - [j37]Cèsar Ferri
, José Hernández-Orallo, Peter A. Flach:
Setting decision thresholds when operating conditions are uncertain. Data Min. Knowl. Discov. 33(4): 805-847 (2019) - [j36]José Hernández-Orallo:
AI Generality and Spearman's Law of Diminishing Returns. J. Artif. Intell. Res. 64: 529-562 (2019) - [j35]Jan Arne Telle, José Hernández-Orallo, Cèsar Ferri
:
The teaching size: computable teachers and learners for universal languages. Mach. Learn. 108(8-9): 1653-1675 (2019) - [j34]José Hernández-Orallo:
Gazing into Clever Hans machines. Nat. Mach. Intell. 1(4): 172-173 (2019) - [c68]José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Seán Ó hÉigeartaigh:
Surveying Safety-relevant AI Characteristics. SafeAI@AAAI 2019 - [c67]José Hernández-Orallo, Karina Vold:
AI Extenders: The Ethical and Societal Implications of Humans Cognitively Extended by AI. AIES 2019: 507-513 - [c66]Matthew Crosby, Benjamin Beyret, Murray Shanahan, José Hernández-Orallo, Lucy Cheke, Marta Halina:
The Animal-AI Testbed and Competition. NeurIPS (Competition and Demos) 2019: 164-176 - [c65]Lidia Contreras Ochando
, Cèsar Ferri
, José Hernández-Orallo
:
Automating Common Data Science Matrix Transformations. PKDD/ECML Workshops (1) 2019: 17-27 - [c64]Lidia Contreras Ochando
, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed
, María José Ramírez-Quintana, Susumu Katayama:
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge. ECML/PKDD (3) 2019: 735-751 - [c63]Lidia Contreras Ochando
, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed
, María José Ramírez-Quintana, Susumu Katayama:
BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation. ECML/PKDD (3) 2019: 755-759 - [e3]Huáscar Espinoza, Seán Ó hÉigeartaigh, Xiaowei Huang, José Hernández-Orallo, Mauricio Castillo-Effen:
Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), Honolulu, Hawaii, January 27, 2019. CEUR Workshop Proceedings 2301, CEUR-WS.org 2019 [contents] - [e2]Huáscar Espinoza, Han Yu, Xiaowei Huang, Freddy Lécué, Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019. CEUR Workshop Proceedings 2419, CEUR-WS.org 2019 [contents] - [i29]Fernando Martínez-Plumed
, Cèsar Ferri, David Nieves, José Hernández-Orallo:
Fairness and Missing Values. CoRR abs/1905.12728 (2019) - [i28]Benjamin Beyret, José Hernández-Orallo, Lucy Cheke, Marta Halina, Murray Shanahan, Matthew Crosby:
The Animal-AI Environment: Training and Testing Animal-Like Artificial Cognition. CoRR abs/1909.07483 (2019) - [i27]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Making sense of sensory input. CoRR abs/1910.02227 (2019) - 2018
- [c62]Raül Fabra-Boluda, Cèsar Ferri
, José Hernández-Orallo, Fernando Martínez-Plumed
, María José Ramírez-Quintana:
Identifying the Machine Learning Family from Black-Box Models. CAEPIA 2018: 55-65 - [c61]Fernando Martínez-Plumed
, Bao Sheng Loe, Peter A. Flach, Seán Ó hÉigeartaigh
, Karina Vold, José Hernández-Orallo:
The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI. IJCAI 2018: 5180-5187 - [i26]José Hernández-Orallo, Jan Arne Telle:
Finite Biased Teaching with Infinite Concept Classes. CoRR abs/1804.07121 (2018) - [i25]Fernando Martínez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Seán Ó hÉigeartaigh
, José Hernández-Orallo:
Accounting for the Neglected Dimensions of AI Progress. CoRR abs/1806.00610 (2018) - [i24]Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo
, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold:
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR abs/1806.03192 (2018) - [i23]Enrique Fernández-Macías
, Emilia Gómez, José Hernández-Orallo, Bao Sheng Loe, Bertin Martens, Fernando Martínez-Plumed, Songül Tolan:
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work. CoRR abs/1807.02416 (2018) - [i22]Lidia Contreras Ochando
, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation. CoRR abs/1809.10054 (2018) - [i21]Fernando Martínez-Plumed, José Hernández-Orallo:
Analysing Results from AI Benchmarks: Key Indicators and How to Obtain Them. CoRR abs/1811.08186 (2018) - 2017
- [b1]José Hernández-Orallo:
The Measure of All Minds: Evaluating Natural and Artificial Intelligence. Cambridge University Press 2017, ISBN 9781316594179 - [j33]José Hernández-Orallo, Marco Baroni, Jordi Bieger, Nader Chmait
, David L. Dowe, Katja Hofmann, Fernando Martínez-Plumed, Claes Strannegård, Kristinn R. Thórisson:
A New AI Evaluation Cosmos: Ready to Play the Game? AI Mag. 38(3): 66-69 (2017) - [j32]José Hernández-Orallo:
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement. Artif. Intell. Rev. 48(3): 397-447 (2017) - [j31]Fernando Martínez-Plumed
, César Ferri
, José Hernández-Orallo, María José Ramírez-Quintana:
A computational analysis of general intelligence tests for evaluating cognitive development. Cogn. Syst. Res. 43: 100-118 (2017) - [c60]José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers
, David L. Dowe:
Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract). IJCAI 2017: 5005-5009 - [c59]David Nieves, César Ferri
, José Hernández-Orallo, Carlos Monserrat:
Low-level Event Detection System for Minimally-Invasive Surgery Training. iWOAR 2017: 5:1-5:6 - [c58]Kristina Y. Yordanova
, Carlos Monserrat, David Nieves, José Hernández-Orallo:
Knowledge Extraction from Task Narratives. iWOAR 2017: 7:1-7:6 - [c57]Sankalp Bhatnagar, Anna Alexandrova, Shahar Avin, Stephen Cave
, Lucy Cheke, Matthew Crosby, Jan Feyereisl, Marta Halina, Bao Sheng Loe, Seán Ó hÉigeartaigh
, Fernando Martínez-Plumed
, Huw Price, Henry Shevlin, Adrian Weller, Alan F. T. Winfield, José Hernández-Orallo:
Mapping Intelligence: Requirements and Possibilities. PT-AI 2017: 117-135 - [c56]Raül Fabra-Boluda, Cèsar Ferri
, José Hernández-Orallo, Fernando Martínez-Plumed
, M. José Ramírez-Quintana:
Modelling Machine Learning Models. PT-AI 2017: 175-186 - [i20]Fernando Martínez-Plumed
, Lidia Contreras Ochando
, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana:
CASP-DM: Context Aware Standard Process for Data Mining. CoRR abs/1709.09003 (2017) - 2016
- [j30]José Hernández-Orallo, Fernando Martínez-Plumed
, Ute Schmid
, Michael Siebers
, David L. Dowe:
Computer models solving intelligence test problems: Progress and implications. Artif. Intell. 230: 74-107 (2016) - [j29]José Hernández-Orallo, Adolfo Martínez Usó
, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach
, Chowdhury Farhan Ahmed, Nicolas Lachiche
:
Reframing in context: A systematic approach for model reuse in machine learning. AI Commun. 29(5): 551-566 (2016) - [j28]José Hernández-Orallo, César Ferri
, Nicolas Lachiche
, Adolfo Martínez Usó
, M. José Ramírez-Quintana:
Binarised regression tasks: methods and evaluation metrics. Data Min. Knowl. Discov. 30(4): 848-890 (2016) - [c55]José Hernández-Orallo:
Is Spearman's Law of Diminishing Returns (SLODR) Meaningful for Artificial Agents? ECAI 2016: 471-479 - [c54]Fernando Martínez-Plumed
, Ricardo B. C. Prudêncio, Adolfo Martínez Usó
, José Hernández-Orallo:
Making Sense of Item Response Theory in Machine Learning. ECAI 2016: 1140-1148 - 2015
- [j27]José Hernández-Orallo:
On environment difficulty and discriminating power. Auton. Agents Multi Agent Syst. 29(3): 402-454 (2015) - [j26]Fernando Martínez-Plumed
, César Ferri
, José Hernández-Orallo, María José Ramírez:
Knowledge acquisition with forgetting: an incremental and developmental setting. Adapt. Behav. 23(5): 283-299 (2015) - [j25]Sumit Gulwani, José Hernández-Orallo, Emanuel Kitzelmann, Stephen H. Muggleton, Ute Schmid
, Benjamin G. Zorn:
Inductive programming meets the real world. Commun. ACM 58(11): 90-99 (2015) - [j24]Tarek R. Besold
, José Hernández-Orallo, Ute Schmid
:
Can Machine Intelligence be Measured in the Same Way as Human intelligence? Künstliche Intell. 29(3): 291-297 (2015) - [j23]José Hernández-Orallo:
Derek Partridge: What Makes You Clever: The Puzzle of Intelligence - World Scientific, 2013, xvi+447, $25.00, ISBN: 978-981-4513. Minds Mach. 25(1): 97-101 (2015) - [c53]José Hernández-Orallo:
Stochastic Tasks: Difficulty and Levin Search. AGI 2015: 90-100 - [c52]Javier Insa-Cabrera, José Hernández-Orallo:
Instrumental Properties of Social Testbeds. AGI 2015: 101-110 - [c51]José Hernández-Orallo:
C-Tests Revisited: Back and Forth with Complexity. AGI 2015: 272-282 - [c50]Adolfo Martínez Usó
, José Hernández-Orallo, M. José Ramírez-Quintana, Fernando Martínez-Plumed
:
Pentaho + R: An Integral View for Multidimensional Prediction Models. CAEPIA 2015: 234-244 - [c49]Adolfo Martínez Usó
, José Hernández-Orallo:
Multidimensional Prediction Models When the Resolution Context Changes. ECML/PKDD (2) 2015: 509-524 - [i19]Fernando Martínez-Plumed
, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems. CoRR abs/1502.05615 (2015) - [i18]José Hernández-Orallo:
Universal Psychometrics Tasks: difficulty, composition and decomposition. CoRR abs/1503.07587 (2015) - [i17]José Hernández-Orallo, Stephen H. Muggleton, Ute Schmid, Benjamin G. Zorn:
Approaches and Applications of Inductive Programming (Dagstuhl Seminar 15442). Dagstuhl Reports 5(10): 89-111 (2015) - 2014
- [j22]David L. Dowe, José Hernández-Orallo:
How universal can an intelligence test be? Adapt. Behav. 22(1): 51-69 (2014) - [j21]Vicent Estruch, César Ferri
, José Hernández-Orallo, M. José Ramírez-Quintana
:
Bridging the Gap between Distance and Generalization. Comput. Intell. 30(3): 473-513 (2014) - [j20]José Hernández-Orallo, David L. Dowe, M. Victoria Hernández-Lloreda
:
Universal psychometrics: Measuring cognitive abilities in the machine kingdom. Cogn. Syst. Res. 27: 50-74 (2014) - [j19]Antonio Bella, César Ferri
, José Hernández-Orallo, M. José Ramírez-Quintana
:
Aggregative quantification for regression. Data Min. Knowl. Discov. 28(2): 475-518 (2014) - [j18]José Hernández-Orallo:
Probabilistic Reframing for Cost-Sensitive Regression. ACM Trans. Knowl. Discov. Data 8(4): 17:1-17:55 (2014) - [c48]Fernando Martínez-Plumed, César Ferri
, José Hernández-Orallo, M. José Ramírez-Quintana
:
A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems. ICMLA 2014: 111-116 - [i16]Javier Insa-Cabrera, José Hernández-Orallo:
Definition and properties to assess multi-agent environments as social intelligence tests. CoRR abs/1408.6350 (2014) - [i15]José Hernández-Orallo:
AI Evaluation: past, present and future. CoRR abs/1408.6908 (2014) - [i14]José Hernández-Orallo:
A note about the generalisation of the $C$-tests. CoRR abs/1412.8529 (2014) - 2013
- [j17]Antonio Bella, Cèsar Ferri Ramirez
, José Hernández-Orallo, M. José Ramírez-Quintana
:
On the effect of calibration in classifier combination. Appl. Intell. 38(4): 566-585 (2013) - [j16]José Hernández-Orallo, David L. Dowe:
On Potential Cognitive Abilities in the Machine Kingdom. Minds Mach. 23(2): 179-210 (2013) - [j15]José Hernández-Orallo, Peter A. Flach
, César Ferri
:
ROC curves in cost space. Mach. Learn. 93(1): 71-91 (2013) - [j14]José Hernández-Orallo:
ROC curves for regression. Pattern Recognit. 46(12): 3395-3411 (2013)